Originally published at norvik.tech Introduction Explore MACO v2.2, a multi-agent framework enhancing AI safety in clinical environments through transparency and deterministic processes. What is MACO v2.2? MACO (Multi-Agent Clinical Orchestration) v2.2 represents a significant advancement in the field of clinical AI by shifting away from traditional 'black box' models that rely on probabilistic predictions. Instead, it introduces a framework designed to foster transparency, safety, and auditability in clinical settings. By decentralizing medical reasoning into specialized nodes, referred to as Specialized Logic Modules (SLMs), MACO enforces a Deterministic Safety Layer (HCA) that operates based on real-world constraints such as Electronic Health Records (EHR) and Fast Healthcare Interoperability Resources (FHIR). This innovative approach allows clinicians to understand the underlying rationale behind AI recommendations, significantly enhancing trust in AI systems.…